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Methods for Improving Doubly Robust Estimators of Treatment Effects for Observational ...
Statistical Methods for Disease Surveillance Based on Multiple Data Streams
Advances in Causal Inference to Support Vaccine Development and Evaluation
New Statistical Methods for Analyzing Microbiome Data
Capture-Recapture Methodology for Epidemiological Surveillance Accounting for Misclass...
Deciphering the Cell Type Specific Activities from High-throughput Omics Data
Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes
Association Study between Diseases and Human Tissue-Specific Epigenomes
Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations
Genome-wide TWAS of brain and blood tissues identifies novel risk genes for Alzheimer’...
Exploring the Genetics and Biological Pathways of Obesity through Computational Biolog...
Statistical methods for modeling the association between repeated measures of hemoglob...
Multi-tissue differential expression analyses between proxy case and control samples
Using Negative Exposures to Partially Control for Unmeasured Confounders in Time-Serie...
Investigation of predictability of photo images from different anatomic regions for d...
Clustering the Liver Measures of Women Living with HIV
Iron Biomarker Profiles and Prediction of Iron Deficiency Anemia among Women of Reprod...
A benchmark of rare cell type detection methods for single-cell RNA sequencing data
Bias in Vaccine Effectiveness Estimation Under Changing Testing Probabilities When Usi...
Selection bias and permutation tests in fMRI
Adjusting for selective attrition in a longitudinal study assessing the rate of cognit...
Potential biomarkers for ALS/FTD as a consequence of TDP-43 loss of function
Association between drug usage time and gene expression-based pathway score in HNSCC p...
Dynamic prediction of survival status in patients undergoing cardiac catheterization u...
Evaluating the performance of maximum likelihood estimation in a discriminant function...
Methylation Imputation from HM450K Array to EPIC Array with Autoencoder and Nonnegativ...
Methods for Improving the Interpretability and Evaluation of Machine Learning Models a...
Associations between short-term exposure to ambient air pollution and emergency depart...
Statistical Methods for Analyzing Microbiome Data
Probabilistic clustering of complex biomarker data for Alzheimer’s Disease
Statistical Methods for Analyzing Compositional Human Microbiome Data
Statistical Methods for Mediation Analysis of Omics Data
Brain Network-Based Statistical Approaches for Neuroimaging Data
Prediction Approaches for High-dimensional and Complex Neuroimaging Data
Improvements in statistical machine learning for current problems in public health
Prediction of CBC Hemoglobin Levels for Preterm Infants: Evaluation of Anatomic Region...
Correlation analysis between MRI brain image and gene expression using ADNI data.
Integrate Proteomics Data with GWAS Summary data for Studying Alzheimer’s Disease by N...
Time-series Analysis of Seasonal Influenza Activity and Preterm Birth in Atlanta, Geo...
Bayesian Functional Genome-wide Association Study using Standardized Individual-level ...
Relaxed Conditional Bootstrap Inference for Sparse Data Under a Rectangular Array Embe...
Ambient Air Pollution Estimation Using Bayesian Hierarchical Models
Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Mod...
Flexible Methods to Incorporate Covariates in Latent Class Analysis
New Statistical Methods for Complex Survival Analysis Problems
Latent Class Methods for Complex Chronic Disease Data
Characterizing the Developmental Trajectories for Cerebellar Volumes via Penalized Spl...
The effect of ambient air pollution on term birth weight and preterm birth in Kansas, ...
Comparing Methods to Handle Missing Data in the Estimation of Population Attributable ...
The Application of Spatial Regression Analysis in Examining the Relationship Between D...
The Confounders Imbalance vs. Choices between Multiple Regression and Propensity Score...
Preterm birth, stillbirth and ambient air pollution in Georgia, 2006 to 2013
Statistical Inference Concerning Minimal Mortality of Patients with Congenital Heart D...
Transcriptome Sequencing of Peripheral Blood Reveals Distinct Expression Landscapes of...
TIGAR-V2 with nonparametric Bayesian eQTL weights estimated from GTEx V8 & Leverag...
Approaches to Harmonizing Two Functional Assessment Instruments in a Longitudinal Data...
Exploration of Normalization Methods on Bulk RNA-seq Data and Single-cell RNA-seq Data
Evaluation of color space transformations in separating anemia vs control subjects
Heritability Analysis of individual-level pathway scores in GTEx samples
EDClust: An EM-MM hybrid method for cell clustering in population-level single cell RN...
Evaluation of the impact of DNA Sequence Variations on in vivo Transcription Factor Bi...
Design Strategies for Studies Using Logistic Regression to Analyze Data on Pooled Samples
Machine Learning-based Prediction of the Three Drugs Combination Synergy
Statistical Methods for Brain Network Estimation
Estimating Optimal Inpatient Treatment for Type 2 Diabetes
Statistical Methods for Spatial Data in Public Health
Risk Stratification for Overall Survival among Metastatic Prostate Cancer Patients Tre...
Estimates of Influenza Vaccine Effectiveness from Observational Studies
Analysis of age, tumor-sidedness, and mismatch repair (MMR) gene with response to immu...
A Propensity Score Matching Analysis of Selected Maternal Sexually Transmitted Disease...
Whole-blood transcriptional signatures of different severity profiles in patients with...
Trends of authorship equity in global health research in infectious disease over the p...
Effect of Surveillance Imaging in Relapse Detection on Survival of Patients with Folli...
The Effect of Radiation on Overall Survival among Metastatic Prostate Cancer Patients ...
Genome-wide DNA methylation profile change in cancer cell lines under stresses
Applying Genome-Wide Association Study to Analyze Novel Variants That Potentially Rela...
Evaluating Statistical Approaches to Model Multi-Pollutant Mixtures on Common Bottleno...
Variable Selection of Neuroimaging Features in Mild Cognitive Impairment
Powerful variance-component method for TWAS identifies novel and known risk genes for ...
Sub-tissue type eQTL analysis of GTEx data
Genotype prediction based on the gene expression data using Random Forest
Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split A...
Hypothesis testing on the number of components in finite mixture models
Comparison of Oral Metolazone versus Oral Chlorothiazide in Patients with Acute Decomp...
An Application of Bayesian Additive Regression Trees (BART) to Estimate Daily Concentr...
The impact of quality control exclusion criteria on functional connectivity in childre...
Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of...
Sensitivity and Uncertainty Analysis for Two-Stream Capture-Recapture in Epidemiologic...
Machine learning Application in Longitudinal Polycystic Kidney Disease (PKD) Function ...
Estimating and Comparing immune cell infiltration in cancer
Consensus clustering of subclone structure for multi-sample sequencing data
The Impact of Body Mass Index (BMI) on the Safety and Outcomes of Small Molecule Inhib...
Gain of Chromosome 1q is Associated with Early Progression in Multiple Myeloma Patient...
Comparisons of conditional logistic regression vs. a discriminant function approach in...
Association between Lung Dose and Incidence of Pulmonary Toxicity after Total Body Irr...
Adverse Outcomes Associated with Beers List Medications Following Total Knee Replacement
Assessment of Clustering of Cutaneous T-Cell Lymphoma in Metropolitan Atlanta
Gene Profile Modeling and Integration for EWOC Phase I Clinical Trial Design While Ful...
Estimating associations between high temperature and emergency department visits in si...
Gamification on Obese Children’s BMI-derivative Outcomes, Physical Activity, and Suga...
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Spring 2020
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Spring 2023
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School
Rollins School of Public Health
161
Laney Graduate School
100
Department
Biostatistics
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261
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M.S.P.H.
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Master's Thesis
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Biology, Biostatistics
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Statistics
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Health Sciences, Public Health
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Waller, Lance, Emory University
28
Lyles, Robert, Emory University
24
Manatunga, Amita, Emory University
22
Chang, Howard, Emory University
16
Hao Wu, Emory University
15
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Keyword
Machine Learning
12
Survival Analysis
11
Biostatistics
9
Causal Inference
6
Clustering
5
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